6-10 November 2026
Zhejiang Hotel
Asia/Shanghai timezone

Learning quark-gluon plasma properties holographically with neural ODEs

8 Nov 2026, 14:00
30m
Parallel-Gravity Parallel-Gravity

Speaker

Prof. Song He (Ningbo University)

Description

We use neural ODEs and state-of-the-art lattice QCD thermodynamics to calibrate a holographic Einstein-Maxwell-Dilaton model with Gauss-Bonnet corrections. The model quantitatively reproduces the equation of state at zero and finite baryon chemical potential and predicts the phase structure in the T-mu_B plane, a temperature-dependent ratio of shear viscosity over entropy, and a peaked ratio of bulk viscosity over entropy, while remaining consistent with thermodynamic constraints.

Primary author

Prof. Song He (Ningbo University)

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